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Data Driven

The Data-Driven Case for CI: What 30 Million Workflows Reveal About DevOps in Practice

What does a high performing technology delivery team look like? How do you know if your team is doing well?

While there have been many widely reported and shared surveys on technology delivery team behavior that define the metrics for high performers (Puppet State of DevOps Report 2019, 2019 Accelerate State of DevOps), at CircleCI we are privileged to have the vantage point of being able to review truly massive amounts of data on how technology delivery teams are behaving in the wild.

Our cloud continuous integration and continuous delivery platform processes over 1.6 million job runs per day for more than 40,000 organizations and over 150,000 projects. We analyzed the data from 30 million workflows* to see how observed behavior compares to reported industry standards. Our results show that continuous integration provides a clear path to becoming a high performing team.

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